Popular GitHub Repositories for Containerization

An open-registry for hosting Jina executors via container images

CLI-based tool to automatically build ML models from training data into a servable Docker container

Singularity recipe for AlphaFold

StocksALot is a cutting edge PoC for Stock Market Analysis employing OpenAI's GPT LLMs for insight inference.

Containerized Transformer Fine-Tuning

Dockerizing a deep learning model

Example solution to the MLOps Case Study covering both online and batch processing.

A project covers end-to-end machine learning life cycle knots that utilises Snowflake for data storage. Prefect for orchestration. EC2 for hosting MLFlow and ElasticSearch services. Docker, AWS ECR, Lambda and Kinesis for serveless deployment and streaming data.

This repository provides a fully containerized microservice for object detection using YOLOv8 and FastAPI. With Docker and Docker Compose, developers can easily set up, run, and integrate advanced object recognition capabilities into their applications.

Container running Invoke AI webservice for AI image generation